Of all significant variables, lower albumin (Hazard Ratio = 5.989, p = 0.046) and tumor numbers ≤ 3 (Hazard Ratio = 0.187, p = 0.025) played independent roles to predict patient’s mortality. The gene discussed is ALB; the disease is neoplasm.